• DocumentCode
    3046870
  • Title

    Fluctuations of the SNR at the wiener filter output for large dimensional signals

  • Author

    Kammoun, Abla ; Kharouf, Malika ; Hachem, Walid ; Najim, Jamal

  • Author_Institution
    ENST, Paris
  • fYear
    2008
  • fDate
    6-9 July 2008
  • Firstpage
    590
  • Lastpage
    594
  • Abstract
    Consider the linear Wiener receiver for multidimensional signals. Such a receiver is frequently encountered in wireless communications and in array processing, and the Signal to noise ratio (SNR) at its output is a popular performance index. The SNR can be modeled as a random quadratic form and in order to study this quadratic form, one can rely on well-know results in Random Matrix Theory, if one assumes that the dimension of the received and transmitted signals go to infinity, their ratio remaining constant. In this paper, we study the asymptotic behavior of the SNR for a large class of multidimensional signals (MIMO, CDMA, MC-CDMA transmissions). More precisely, we provide a deterministic approximation of the SNR, that depends on the system parameters; furthermore, the fluctuations of the SNR around this deterministic approximation are shown to be Gaussian, with variance decreasing as 1/K, where K is the dimension of the transmitted signal.
  • Keywords
    MIMO communication; Wiener filters; code division multiple access; matrix algebra; CDMA transmissions; MC-CDMA transmissions; MIMO transmissions; SNR fluctuations; Wiener filter; large dimensional signals; linear Wiener receiver; random matrix theory; signal to noise ratio; Array signal processing; Fluctuations; H infinity control; MIMO; Multiaccess communication; Multidimensional systems; Performance analysis; Signal to noise ratio; Wiener filter; Wireless communication; Antenna Arrays; CDMA; Central Limit Theorem; MC-CDMA; Random Matrix Theory; Wiener Filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Advances in Wireless Communications, 2008. SPAWC 2008. IEEE 9th Workshop on
  • Conference_Location
    Recife
  • Print_ISBN
    978-1-4244-2045-2
  • Electronic_ISBN
    978-1-4244-2046-9
  • Type

    conf

  • DOI
    10.1109/SPAWC.2008.4641676
  • Filename
    4641676